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var geoCoordMap = {
    "Amsterdam": [4.895168,52.370216],
    "Athens": [-83.357567,33.951935],
    "Auckland": [174.763332,-36.84846],
    "Bangkok": [100.501765,13.756331],
    "Barcelona": [2.173403,41.385064],
    "Beijing": [116.407395,39.904211],
    "Berlin": [13.404954,52.520007],
    "Bogotá": [-74.072092,4.710989],
    "Bratislava": [17.107748,48.148596],
    "Brussels": [4.35171,50.85034],
    "Budapest": [19.040235,47.497912],
    "Buenos Aires": [-58.381559,-34.603684],
    "Bucharest": [26.102538,44.426767],
    "Caracas": [-66.903606,10.480594],
    "Chicago": [-87.629798,41.878114],
    "Delhi": [77.209021,28.613939],
    "Doha": [51.53104,25.285447],
    "Dubai": [55.270783,25.204849],
    "Dublin": [-6.26031,53.349805],
    "Frankfurt": [8.682127,50.110922],
    "Geneva": [6.143158,46.204391],
    "Helsinki": [24.938379,60.169856],
    "Hong Kong": [114.109497,22.396428],
    "Istanbul": [28.978359,41.008238],
    "Jakarta": [106.845599,-6.208763],
    "Johannesburg": [28.047305,-26.204103],
    "Cairo": [31.235712,30.04442],
    "Kiev": [30.5234,50.4501],
    "Copenhagen": [12.568337,55.676097],
    "Kuala Lumpur": [101.686855,3.139003],
    "Lima": [-77.042793,-12.046374],
    "Lisbon": [-9.139337,38.722252],
    "Ljubljana": [14.505751,46.056947],
    "London": [-0.127758,51.507351],
    "Los Angeles": [-118.243685,34.052234],
    "Luxembourg": [6.129583,49.815273],
    "Lyon": [4.835659,45.764043],
    "Madrid": [-3.70379,40.416775],
    "Milan": [9.185924,45.465422],
    "Manama": [50.58605,26.228516],
    "Manila": [120.984219,14.599512],
    "Mexico City": [-99.133208,19.432608],
    "Miami": [-80.19179,25.76168],
    "Montreal": [-73.567256,45.501689],
    "Moscow": [37.6173,55.755826],
    "Mumbai": [72.877656,19.075984],
    "Munich": [11.581981,48.135125],
    "Nairobi": [36.821946,-1.292066],
    "New York": [-74.005941,40.712784],
    "Nicosia": [33.382276,35.185566],
    "Oslo": [10.752245,59.913869],
    "Paris": [2.352222,48.856614],
    "Prague": [14.4378,50.075538],
    "Riga": [24.105186,56.949649],
    "Rio de Janeiro": [-43.172896,-22.906847],
    "Rome": [12.496366,41.902783],
    "Santiago de Chile": [-70.669265,-33.44889],
    "São Paulo": [-46.633309,-23.55052],
    "Seoul": [126.977969,37.566535],
    "Shanghai": [121.473701,31.230416],
    "Singapore": [103.819836,1.352083],
    "Sofia": [23.321868,42.697708],
    "Stockholm": [18.068581,59.329323],
    "Sydney": [151.209296,-33.86882],
    "Taipei": [121.565418,25.032969],
    "Tallinn": [24.753575,59.436961],
    "Tel Aviv": [34.781768,32.0853],
    "Tokyo": [139.691706,35.689487],
    "Toronto": [-79.383184,43.653226],
    "Vilnius": [25.279651,54.687156],
    "Warsaw": [21.012229,52.229676],
    "Vienna": [16.373819,48.208174],
    "Zurich": [8.541694,47.376887]
};

var schema = [
    "Cities",
    "Gross purchasing power",
    "Net purchasing power",
    "Prices (excl. rent)",
    "Prices (incl. rent)",
    "Gross wages",
    "Net wages",
    "Working time [hours per year]",
    "Vacation [paid working days per year]",
    "Time required for 1 Big Mac [minutes]",
    "Time required for 1 kg of bread [minutes]",
    "Time required for 1 kg of rice [minutes]",
    "Time required for 1 iPhone 4S, 16 GB [hours]",
    "City break",
    "Inflation 2006",
    "Inflation 2007",
    "Inflation 2008",
    "Inflation 2009",
    "Inflation 2010",
    "Inflation 2011",
    "Prices (incl. rent)",
    "Food basket",
    "Services",
    "Normal local rent medium [USD per month]",
    "Household appliances",
    "Bus or tram or underground",
    "Train",
    "Taxi  [USD per 5 km trip]",
    "Medium-sized cars price",
    "Medium-sized cars tax",
    "Medium-sized cars gas",
    "Restaurant [USD per dinner]",
    "Hotel *** [USD per night]",
    "Hotel ***** [USD per night]",
    "Women's medium clothing",
    "Men's medium clothing",
    "Furnished medium 4-room apartment [USD per month]",
    "Unfurnished medium 3-room apartment [USD per month]",
    "Net hourly wages [USD per hour]",
    "Gross hourly wages [USD per hour]",
    "Taxes and social security contributions",
    "Primary school teacher [USD per year]",
    "Bus driver [USD per year]",
    "Automobile mechanic [USD per year]",
    "Building labourer [USD per year]",
    "Skilled industrial worker [USD per year]",
    "Cook [USD per year]",
    "Departement head [USD per year]",
    "Product manager [USD per year]",
    "Engineer [USD per year]",
    "Bank credit clerk [USD per year]",
    "Secretary [USD per year]",
    "Saleswoman [USD per year]",
    "Female industrial worker [USD per year]",
    "Female call center worker [USD per year]",
    "Financial analyst [USD per year]",
    "Financial analyst [USD pro Jahr]"
];

var rawData = [
  ["Amsterdam",101.6,90.1,77.1,69.1,78.3,69.4,1755,24,15,7,9,44,720,1.651,1.59,2.205,0.974,0.93,2.477,67.4,364,690,1113,4960,3.19,30.05,16.34,24000,689,1.8,50,200,390,690,1040,2331,1580,17.5,25.5,30,48400,39200,26300,30200,55400,39800,104400,58700,64600,49200,40300,31100,40300,27700,66700,66700  ],
  ["Athens",62.6,60.5,66.2,58.2,41.4,40,1822,22,29,13,25,86,590,3.314,2.991,4.236,1.349,4.701,3.1,56.8,390,580,880,4620,1.81,13.81,5.5,24900,389,2.02,54,100,210,630,1110,1489,647,10.1,13.5,24,26200,23300,18500,17100,24500,24200,57200,44000,34100,30700,21000,17700,15400,16300,34400,34400  ],
  ["Auckland",77.9,82.9,76.7,67.8,59.8,63.5,1852,20,15,16,7,51,580,3.362,2.377,3.959,2.116,2.303,4.027,66.1,496,630,1023,4450,2.57,40.86,13.62,23900,226,1.33,45,190,280,560,670,1644,1333,16,19.5,17,35700,31500,36500,28500,41800,31100,61300,55000,56300,37300,33400,26900,27200,27500,64900,64900  ],
  ["Bangkok",26.4,31.4,55.4,48.2,14.6,17.4,2312,7,36,25,20,165,550,4.637,2.242,5.468,-0.845,3.272,3.807,47,422,440,414,4370,0.75,3.47,2.47,29600,103,1,56,90,320,400,600,1463,932,4.4,4.8,5,8300,8400,11100,3000,10900,10900,32200,22400,24600,14500,7800,6000,5800,6500,19400,19400  ],
  ["Barcelona",79.7,78.6,74.7,65.6,59.6,58.7,1760,29,18,11,6,52,740,3.563,2.844,4.13,-0.238,2.043,3.052,64,393,750,984,5000,2.59,41.96,10.36,26900,177,1.77,51,170,330,580,1110,1269,1087,14.8,19.4,23,41300,34100,29100,29800,31500,32100,40800,67000,43100,38900,28900,25500,25000,28000,58300,58300  ],
  ["Beijing",28.2,29.9,60.3,51.8,17,18,1979,9,34,27,16,184,730,1.467,4.767,5.852,-0.683,3.325,5.417,50.6,463,420,310,4370,0.26,14.25,3.64,23800,67,1.24,41,160,400,660,700,1554,660,4.5,5.6,17,11400,7000,8500,7600,6200,11900,13300,11700,10700,18300,17100,8900,5400,7600,19800,19800  ],
  ["Berlin",109.7,97.1,72.2,64.1,79.2,70.1,1742,28,16,11,9,56,720,1.784,2.276,2.754,0.234,1.15,2.483,62.5,389,530,841,4670,2.98,80.3,10.79,35600,246,2.1,34,120,230,570,710,2395,1178,17.7,25.8,30,56900,38600,35500,28500,47400,57600,84200,74500,72100,51700,38100,28200,32000,28100,81700,81700  ],
  ["Bogotá",41.4,40.7,53.1,47,22.3,22,1981,15,52,34,17,142,540,4.296,5.544,6.998,4.202,2.27,3.416,45.8,363,410,634,4170,0.84,null,2.81,20200,303,1.24,25,140,300,310,440,1554,841,5.5,7.3,12,11100,7600,8400,7000,7300,11900,27600,65800,19700,14600,12300,7400,4100,5300,31900,31900  ],
  ["Bratislava",51.3,50.7,53.9,47.1,27.7,27.3,1884,23,31,20,19,126,490,4.264,1.89,3.935,0.925,0.697,4.079,45.9,344,330,414,4740,1.08,22.97,5.61,26700,65,1.93,28,120,230,250,340,1683,841,6.9,9,22,11300,14100,11300,10000,16300,18900,20300,43300,22800,15800,16100,9600,12600,16400,48300,48300  ],
  ["Brussels",107.5,78.5,75.8,68.8,81.5,59.5,1729,20,19,10,11,54,730,2.337,1.814,4.493,-0.009,2.332,3.469,67.1,433,690,1243,4580,2.42,26.03,15.71,23200,500,1.91,63,130,280,630,800,2538,1839,15,26.5,42,44000,36500,38200,34200,52100,43600,97000,73700,67100,56900,42300,35200,33500,36000,78200,78200  ],
  ["Budapest",35.5,32,56.7,50.4,20.1,18.1,1912,22,49,13,26,206,740,3.878,7.934,6.067,4.209,4.85,3.9,49.1,340,390,556,5270,1.43,15.96,7.64,22600,76,1.95,28,130,410,580,920,2123,1165,4.6,6.6,28,8900,11500,9300,7000,10900,16800,25600,21100,23300,21400,11100,8200,6500,8900,29300,29300  ],
  ["Buenos Aires",42.9,46.2,55,47.7,23.6,25.4,1830,13,45,12,16,187,620,10.898,8.83,8.585,6.27,10.461,9.775,46.5,310,380,401,5170,0.28,null,7.97,20200,307,1.27,25,160,280,400,660,1359,738,6.4,7.7,16,8700,16300,11900,10200,11400,15800,34300,17600,19200,17100,15800,14600,7500,10400,15400,15400  ],
  ["Bucharest",37.1,34,39.8,34.8,14.8,13.5,1836,26,57,21,26,230,370,6.552,4.84,7.848,5.581,6.101,5.812,33.9,244,270,388,3830,0.75,9.43,3.17,11700,36,1.9,25,100,190,180,300,984,530,3.4,4.8,29,5600,7500,9500,7900,7400,14900,13900,22000,11400,8800,6000,8200,5800,5300,13200,13200  ],
  ["Caracas",21.9,25.7,91.1,85.4,20,23.4,1878,17,80,59,13,272,830,13.654,18.703,30.37,27.081,28.187,26.09,83.3,689,690,2098,8460,0.35,null,11.65,49000,18,0.01,68,190,400,520,950,3820,2784,5.9,6.5,7,10500,5400,10900,6100,9700,25400,16800,30600,22800,15800,8400,9500,5400,6700,12400,12400  ],
  ["Chicago",105.3,101.9,79.1,72.9,83.3,80.6,1853,12,11,15,9,32,540,3.222,2.86,3.798,-0.321,1.641,3.142,71.1,460,780,1398,4270,2.25,34.99,12.5,22100,95,1.11,38,200,270,740,1200,3535,2214,20.3,27.1,25,49300,52100,44000,49000,58500,48300,79300,88500,88200,40300,42600,23200,33800,38700,103500,103500  ],
  ["Delhi",23,25,33.2,29.5,7.6,8.3,2264,13,65,15,40,370,370,6.177,6.372,8.349,10.882,11.99,8.628,28.8,208,210,466,4590,0.25,10.58,1.95,15300,93,0.77,18,100,250,260,410,867,556,2.1,2.5,11,4500,2500,1900,1300,4800,10200,13500,11100,9600,6700,5400,3000,1800,4000,14100,14100  ],
  ["Doha",38.8,50.2,68.6,66.9,26.6,34.4,2165,25,20,12,15,82,690,11.828,13.764,15.049,-4.865,-2.433,2,65.3,355,870,1735,3790,1.14,null,4.12,17000,27,0.24,63,200,360,340,470,4869,3004,8.7,8.7,0,22300,10400,9800,4100,20600,13700,49500,47000,32900,27100,19800,10900,3200,11500,23100,23100  ],
  ["Dubai",63.5,82,78.2,77.2,49.6,64.2,2095,24,11,10,14,46,1120,9.272,11.115,11.454,1.56,0.878,0.882,75.3,484,790,2447,4550,0.54,null,8.17,23100,94,1.01,95,200,680,1270,1450,4882,3483,16.2,16.2,0,35900,16300,14200,3600,38300,58100,116800,91400,64800,26200,22900,13600,9800,19600,80000,80000  ],
  ["Dublin",101.9,103.3,76.3,69.7,77.7,78.8,1707,21,14,7,10,39,580,2.7,2.873,3.108,-1.683,-1.557,1.139,68,454,720,1554,5160,2.74,34.53,14.89,32000,427,2.01,55,130,260,470,600,2331,1592,19.8,25.3,20,57100,45500,38300,28200,42600,42100,88800,86100,54300,45800,31700,25300,28200,28800,85000,85000  ],
  ["Frankfurt",102.2,90.5,86.3,77.2,88.2,78.1,1731,28,14,8,10,42,950,1.784,2.276,2.754,0.234,1.15,2.483,75.3,439,710,1282,5510,3.24,86.77,16.23,36800,78,1.89,68,130,370,840,890,2370,1644,19.7,28.7,30,60900,33300,40400,34100,48800,40000,83300,77700,77700,61600,50600,37900,34100,29100,104100,104100  ],
  ["Geneva",116,111.8,106.6,96.8,123.6,119.2,1893,20,14,6,7,24,1220,1.047,0.732,2.43,-0.476,0.685,0.228,94.5,714,1080,1567,5330,3.67,58.23,27.78,25200,135,2.04,99,270,620,850,1150,4701,2434,30,40.2,24,89600,77400,61900,58900,78400,76500,105800,113300,89400,110900,64900,49200,55400,61800,171100,171100  ],
  ["Helsinki",93,86,86.5,82.3,80.2,74.2,1712,28,16,13,6,44,960,1.279,1.584,3.9,1.635,1.686,3.323,80.3,497,840,1437,5400,3.28,34.83,12.71,34600,152,1.97,44,200,450,610,1200,8677,1437,18.7,26.1,27,48000,42200,38200,38700,40500,41200,89900,60500,69200,44700,38600,34600,33500,35600,74500,74500  ],
  ["Hong Kong",58.5,68.1,73.1,75.2,42.8,49.8,2295,11,9,23,9,53,970,2.018,2.027,4.285,0.588,2.312,5.281,73.4,651,520,1800,4770,1.33,20.48,3.99,23800,509,1.65,58,290,610,390,620,9661,4222,12.5,13.9,9,52500,20100,20100,18900,23100,40800,64400,63700,44600,22300,25100,22100,14000,19000,62600,62600  ],
  ["Istanbul",39,39.4,71.5,65.6,27.9,28.2,2139,19,42,9,14,166,720,9.597,8.756,10.444,6.251,8.567,6.472,64,430,630,1282,5490,0.95,15.84,8.94,34600,1189,2.37,44,240,420,630,880,3147,1476,7.1,9.1,20,14800,14600,13500,9500,20300,51300,38600,39100,34100,19300,13500,9500,9200,9300,33500,33500  ],
  ["Jakarta",14.7,17.2,53.7,48.6,7.9,9.2,2111,11,62,100,27,348,500,13.104,6.034,9.777,4.813,5.133,5.357,47.4,369,330,673,4460,0.38,2.64,2.93,47800,717,0.76,19,160,320,190,390,2719,1087,2.3,2.6,7,2700,2600,2200,1300,10100,4400,17000,13000,10700,5300,4800,2700,1400,3200,15800,15800  ],
  ["Johannesburg",80.6,75.5,52.1,47.3,41.5,38.9,1886,15,26,9,10,94,490,4.688,7.09,11.504,7.125,4.27,4.999,46.1,310,400,738,3800,1.25,15.59,4.07,35500,56,1.45,28,100,320,310,400,2162,1295,9.8,13.5,21,17700,11900,21000,7500,41800,18000,51500,36800,74900,11900,22400,10500,15900,6600,65900,65900  ],
  ["Cairo",26.2,28.7,42.4,36.3,11,12.1,2331,15,67,8,19,290,420,4.198,10.952,11.704,16.244,11.703,11.068,35.4,300,300,168,4220,0.19,5.24,1.49,21500,50,0.15,27,100,200,380,430,1113,492,3,3.6,15,1600,1400,2700,2600,6600,48800,27700,20500,9600,3200,6200,5400,1900,3100,10900,10900  ],
  ["Kiev",19.5,20.9,53.1,46.9,10.5,11.2,1850,24,45,18,29,266,930,9.009,12.843,25.201,15.9,9.365,7.958,45.7,263,450,556,4140,0.25,12.15,4.56,24900,null,1.22,42,150,530,430,600,1631,854,2.8,3.4,16,3800,5300,6500,4900,7000,10500,11100,14100,6700,10000,4900,4100,4000,3900,13300,13300  ],
  ["Copenhagen",122,92.6,100.9,88.8,123.1,93.4,1674,29,15,9,6,36,1060,1.9,1.712,3.399,1.319,2.298,2.757,86.7,567,960,1100,5060,4.88,59.92,17.33,63400,641,1.99,72,270,490,950,1150,2616,1735,23.5,40.1,41,86500,56300,68400,58500,68900,61000,86400,94500,89200,72900,61900,46000,64800,42200,109200,109200  ],
  ["Kuala Lumpur",41.1,42,52.1,46.2,21.5,22,1986,15,25,20,21,129,500,3.609,2.027,5.4,0.6,1.7,3.2,45.1,346,400,777,4300,0.68,7.06,2.44,25700,91,0.59,58,120,220,230,540,1256,621,5.5,7,17,10400,8300,10700,6100,12800,17100,44000,31200,23600,11400,13200,7400,5100,7100,22700,22700  ],
  ["Lima",43.6,45.5,50.8,44.5,22.2,23.1,2107,27,21,20,15,162,600,2.004,1.78,5.788,2.936,1.53,3.369,43.4,303,410,492,4480,0.47,null,4.52,19300,95,1.36,36,130,400,310,470,1502,543,5.8,7.2,15,6300,6200,7600,5400,15900,12200,37300,40700,24300,10100,18900,6700,7600,8300,29400,29400  ],
  ["Lisbon",65.3,63.2,67.5,60.2,44,42.6,1695,22,22,13,8,96,720,3.043,2.423,2.646,-0.903,1.391,3.558,58.7,310,570,1100,5180,1.83,27.63,11.5,38100,181,1.95,45,80,390,390,510,1308,1178,10.7,14.3,22,32000,22500,19700,13900,25900,33700,33700,35200,36100,32400,17500,15000,18500,14900,63100,63100  ],
  ["Ljubljana",57.5,50.5,63.3,55.2,36.4,32,1792,22,25,22,38,101,550,2.458,3.611,5.7,0.855,1.834,1.828,53.8,368,490,479,4970,2.03,18.49,7.25,24600,140,1.71,32,140,240,560,1000,1774,1023,8.1,11.9,30,29000,15000,18100,13000,17900,28000,56600,41700,35000,23400,16300,12800,12400,17900,27800,27800  ],
  ["London",91.2,86.2,87.2,83,79.5,75.2,1786,22,15,6,13,42,930,2.3,2.346,3.629,2.12,3.339,4.454,81,436,770,1981,4910,3.7,81.95,23.03,28000,217,2.4,50,200,440,480,800,4830,3263,19,25.9,26,55700,44400,40900,39100,51700,36400,80300,75000,65900,46600,40700,26300,37600,27100,64200,64200  ],
  ["Los Angeles",113.8,106.7,75.8,68.7,86.3,80.9,1942,12,11,18,6,33,520,3.222,2.86,3.798,-0.321,1.641,3.142,67,501,580,1204,3590,1.5,34.33,25.06,30100,296,1.13,37,170,270,710,1240,2564,1877,20.4,28.1,28,55700,60200,42100,47000,62300,51900,58500,69200,90500,46100,44900,36500,47300,45700,80300,80300  ],
  ["Luxembourg",111.6,116.2,94.4,85.5,105.4,109.7,1788,25,11,9,9,30,970,2.667,2.313,3.383,0.37,2.274,3.409,83.4,524,860,1813,4660,1.94,54.13,19.43,31100,118,1.6,81,140,380,960,1440,2305,1839,27.6,34.3,18,113300,93900,38900,28500,45300,35500,126300,58300,66800,93900,45700,28500,29900,37200,89400,89400  ],
  ["Lyon",81.8,82.5,78.4,68.8,64.2,64.7,1641,26,16,10,12,52,740,1.912,1.607,3.159,0.103,1.735,2.294,67.2,477,700,945,4540,2.07,40.02,13.08,30400,null,1.84,29,180,310,740,1180,1554,1217,16.3,20.9,21,33900,30300,26200,24000,29400,43500,81500,70600,45100,55200,26000,22500,23800,24700,100900,100900  ],
  ["Madrid",83.6,85,69.7,61.7,57,57.9,1733,30,18,9,6,53,590,3.563,2.844,4.13,-0.238,2.043,3.052,60.2,432,630,1049,4940,1.94,44.51,13.27,21600,177,1.76,53,170,240,580,910,1295,1061,14.6,18.5,19,29100,25400,20500,23200,27300,35900,39200,63500,52700,53500,26900,17500,19900,25600,65100,65100  ],
  ["Milan",88.2,77.2,79.7,72.2,70.3,61.5,1753,23,17,14,15,55,770,2.217,2.038,3.5,0.764,1.639,2.903,70.4,487,710,1256,4790,1.94,34.75,16.84,18800,186,2.24,73,170,320,870,1170,2862,1813,15.5,22.9,31,32800,36500,29400,28900,36900,51000,68000,60400,57900,43500,32000,29700,28800,23200,58700,58700  ],
  ["Manama",56.4,71.9,54,49.5,30.5,38.8,1989,22,19,5,9,72,530,2.041,3.252,3.533,2.786,1.969,1,48.3,278,510,906,3810,0.8,null,11.52,18600,93,0.93,18,170,350,390,510,2486,1282,9.8,9.9,1,19800,10900,9200,7600,24000,11500,57900,33700,34400,15000,15300,19900,11800,14400,27800,27800  ],
  ["Manila",19.2,19.5,41.5,35.9,8,8.1,2245,10,72,70,27,435,450,6.234,2.8,9.299,4.191,3.793,4.761,35,292,300,194,5630,0.34,5.58,2.88,17400,47,1.02,18,160,300,140,270,1437,505,2,2.6,19,3400,2500,2700,2700,3600,8900,10900,18800,9800,3500,4000,3100,2800,4800,9700,9700  ],
  ["Mexico City",26.8,29.5,51.2,45.7,13.7,15.1,2375,6,48,25,21,220,440,3.629,3.967,5.125,5.297,4.155,3.403,44.6,259,480,738,4580,0.37,null,3.6,19400,28,0.81,31,130,210,620,930,1398,984,3.8,4.5,12,8400,3800,3400,3100,4800,19800,21400,21200,13600,7100,15500,4800,3100,14600,28000,28000  ],
  ["Miami",106.2,103.7,77,70.7,81.8,79.9,1938,12,12,12,5,32,560,3.222,2.86,3.798,-0.321,1.641,3.142,69,499,610,1515,3580,1.83,27.33,15.32,32400,98,1.05,28,160,330,630,880,2693,1929,20.1,26.6,23,63500,30600,40700,40100,56500,46200,70300,101500,95100,49300,46800,30700,33800,37700,71500,71500  ],
  ["Montreal",93.1,80.9,81.8,73.7,76.2,66.2,1782,13,19,14,14,44,720,2.018,2.123,2.385,0.3,1.776,2.891,71.9,519,690,1359,4610,2.87,70.58,12.98,21400,308,1.33,51,210,310,630,1100,2266,1735,16.7,24.8,32,56700,48700,43800,27600,42500,44600,59700,65100,61600,58900,40800,25900,35400,32000,56300,56300  ],
  ["Moscow",45.1,50.3,66.2,61.3,30.4,33.8,1799,25,18,7,12,119,970,9.679,9.007,14.117,11.654,6.854,8.443,59.8,314,690,854,5050,0.85,10.56,13.24,21200,73,0.93,73,200,530,820,1040,3639,2784,8.5,9.9,14,11900,18600,15800,13000,15900,30300,28800,29500,25500,19200,16800,12200,11800,10000,46100,46100  ],
  ["Mumbai",24.9,27.3,34.1,31,8.5,9.3,2251,19,56,29,30,338,400,6.177,6.372,8.349,10.882,11.99,8.628,30.3,186,210,453,3610,0.13,2.72,1.76,11500,754,0.91,24,160,280,320,540,1683,802,2.3,2.8,11,3800,3200,2100,1300,3100,7900,19800,21100,15400,7500,3800,2700,1400,4800,18000,18000  ],
  ["Munich",108.3,89.9,84.6,75.1,91.5,76,1755,25,14,11,11,42,800,1.784,2.276,2.754,0.234,1.15,2.483,73.3,500,720,971,4770,3.24,71.23,18.04,38400,150,1.86,53,170,340,830,1130,2499,1813,19.2,29.8,34,51200,40000,37300,28000,51700,55200,105900,115500,79500,78200,50100,40300,31500,30200,105900,105900  ],
  ["Nairobi",21.4,21,48.6,43.7,10.4,10.2,2196,21,83,27,41,292,490,14.455,9.76,13.1,10.552,4.087,13.998,42.7,291,370,479,4340,0.54,35.8,7.16,23900,null,1.29,22,170,220,220,280,2382,1230,2.6,3.4,24,4000,3100,2600,2500,4400,16200,11400,16600,21000,7500,4300,3400,2800,4900,14200,14200  ],
  ["New York",100,100,100,100,100,100,2061,13,9,12,5,28,1180,3.222,2.86,3.798,-0.321,1.641,3.142,97.6,552,1000,3354,3960,2.42,85.98,8.5,20500,100,1.15,71,340,730,570,980,7239,4299,25.2,32.6,22,62900,57200,50000,69300,79100,85500,118200,119300,107400,68400,54800,42300,41300,41700,120600,120600  ],
  ["Nicosia",95,107.1,64,57,60.8,68.5,1778,22,11,7,8,54,490,2.245,2.165,4.377,0.174,2.564,3.486,55.6,370,490,919,5480,1.45,null,9.31,24600,74,1.67,33,140,270,630,950,1877,932,17.3,19.8,11,47400,24700,28600,24500,33800,52700,62800,48600,47700,45600,23100,20200,21000,21100,107000,107000  ],
  ["Oslo",102.7,83.9,116,104.5,119.1,97.4,1749,25,17,11,12,36,1000,2.332,0.729,3.766,2.166,2.4,1.301,102,599,1270,1968,5190,5.12,48.58,23.22,42700,574,2.37,98,220,410,840,1450,3250,2214,24.5,38.8,36,61500,60000,78200,62800,72900,59800,123400,97400,79400,69300,64900,49500,63700,46500,144000,144000  ],
  ["Paris",94.8,89.4,83.9,77.5,78.1,73.6,1557,29,15,14,12,44,1100,1.912,1.607,3.159,0.103,1.735,2.294,75.6,522,770,1670,5030,2.16,42.87,9.39,33700,486,1.89,64,210,600,1020,1410,3250,2279,18.5,25.4,26,38700,32800,28000,25900,32100,36800,71000,71100,67100,80700,34700,25300,25400,25600,86900,86900  ],
  ["Prague",45.1,46.2,54.3,48,24.5,25.1,1829,20,34,13,16,132,740,2.543,2.862,6.339,1.034,1.464,1.929,46.8,295,460,725,4900,1.37,12.78,8.05,27800,116,1.88,58,120,350,250,530,1230,867,6.3,8,20,13200,16200,13600,9100,15400,17100,24500,25300,21000,20100,13200,12200,9200,10500,21900,21900  ],
  ["Riga",44.3,39.2,54.5,47.2,24.2,21.4,1806,23,33,22,22,168,580,6.571,10.083,15.252,3.259,-1.224,4.223,46,316,410,466,4460,1.3,9.23,6.34,29700,98,1.76,36,110,300,440,570,932,841,5.4,7.9,31,8400,13700,15500,14600,15300,14400,23300,30400,16800,18900,13700,8700,9300,13000,33000,33000  ],
  ["Rio de Janeiro",44.4,45,61.2,55.5,27.2,27.5,1895,30,45,33,11,160,710,4.196,3.638,5.672,4.888,5.039,6.636,54.2,354,530,764,5400,1.56,null,7.29,16100,357,0.88,23,180,440,230,350,3198,1320,6.9,8.9,15,13700,9800,14200,8400,18600,21200,62400,33300,37600,10900,10700,6600,6300,7500,70300,70300  ],
  ["Rome",69.6,60.9,79.2,73.8,55.1,48.2,1898,22,23,17,19,70,650,2.217,2.038,3.5,0.764,1.639,2.903,72,497,690,1813,5190,1.94,36.69,9.38,32400,389,2.27,36,210,320,910,830,3237,2033,12.1,17.9,31,30600,33500,22900,19600,31300,74200,53100,65100,28000,34300,34800,22100,16200,13200,94500,94500  ],
  ["Santiago de Chile",42.8,40.6,52.9,47.6,22.6,21.5,2034,15,55,22,21,157,630,3.392,4.408,8.716,1.485,1.408,3.34,46.5,348,460,673,4520,1.17,6.49,7.13,13400,255,1.24,33,140,410,360,610,2344,1023,5.4,7.4,23,15400,10000,11000,6700,12200,12300,28100,36700,32000,21600,11300,8200,7400,8500,30600,30600  ],
  ["São Paulo",48.7,49.4,61.7,56.1,30.1,30.5,1809,30,39,27,7,106,770,4.196,3.638,5.672,4.888,5.039,6.636,54.8,379,540,854,5010,1.53,null,6.83,23700,485,1.28,42,310,470,300,600,2810,1580,7.7,9.8,16,10600,11300,12600,6600,12600,25500,61900,67000,28200,14600,13900,8700,7100,4800,19900,19900  ],
  ["Seoul",80.8,74,67.9,66.3,54.8,50.2,2308,13,16,14,10,56,780,1.467,4.767,5.852,2.757,2.938,4.026,64.7,629,590,2175,4790,0.9,17.54,3.4,26000,523,1.56,60,240,510,220,300,3444,2641,12.7,17.9,23,65400,43600,11700,13000,41600,69800,65400,52300,82900,34100,27100,21800,10500,24500,130800,130800  ],
  ["Shanghai",37.2,38.4,56.2,49.7,20.9,21.6,1966,9,28,43,8,142,740,2.242,2.535,4.674,-0.683,3.325,5.417,48.5,404,470,712,3950,0.58,10.4,3.64,29400,76,1.26,64,250,440,400,960,1424,919,5.4,6.8,17,12200,8500,9300,6700,9200,23700,39600,24700,15800,28900,12300,7400,8200,7600,53200,53200  ],
  ["Singapore",50.8,53.3,94.9,89.2,48.2,50.7,2036,14,18,21,12,58,920,0.973,2.096,6.514,0.589,2.824,5.247,87.1,589,710,1994,5120,1.36,null,8.65,124900,966,1.25,88,180,410,530,840,4455,3496,12.8,15.7,18,41200,21900,19600,15000,27200,30400,82600,77600,46800,27800,28200,19000,14500,21600,86800,86800  ],
  ["Sofia",32.6,32.1,42.4,36.5,13.8,13.6,1894,22,36,20,28,248,420,7.417,7.571,11.95,2.473,3.036,3.389,35.6,265,290,336,3890,0.66,6.62,2,27700,119,1.71,19,80,220,270,430,764,453,3.4,4.5,23,4700,7300,7500,5700,9300,11100,18100,15200,10400,10700,7400,7400,5100,10900,21900,21900  ],
  ["Stockholm",90.2,84.9,92,81.7,82.9,78.1,1795,26,17,18,11,45,810,1.498,1.677,3.298,1.989,1.907,1.366,79.7,553,900,1178,4950,4.52,41.6,24.64,36400,334,2.14,68,180,340,760,1240,2525,1826,19.7,27,26,46600,41300,41300,43300,44300,45800,88800,81900,72500,48600,41100,37400,37900,41700,83400,83400  ],
  ["Sydney",112.5,117.1,83.7,77.8,94.1,98,1846,15,11,9,6,32,690,3.538,2.332,4.353,1.82,2.845,3.389,75.9,508,680,1644,5210,3.43,39.35,9.75,22200,245,1.5,45,220,350,580,820,4183,2175,24.7,30.6,18,57400,41800,39400,39200,72000,55900,111000,93400,79000,52200,50500,40400,50500,36800,110300,110300  ],
  ["Taipei",52,61.4,63.9,58,33.3,39.3,2115,11,15,9,11,79,650,0.598,1.798,3.527,-0.872,0.963,1.422,56.6,448,490,945,4290,0.68,11.25,4.37,22400,382,1.1,63,120,350,980,1070,2434,1696,9.9,10.8,8,25600,23200,16700,20100,24700,41300,61500,44400,29300,20600,15500,12700,11000,14800,36000,36000  ],
  ["Tallinn",47.9,48.6,58.3,50.2,28,28.3,1760,28,27,20,15,139,490,4.43,6.598,10.366,-0.085,2.894,5.121,49,333,380,453,5200,1.81,9.79,5.86,21200,null,1.72,34,160,250,610,830,984,712,7.1,9.1,20,11400,17700,21200,10600,17900,21400,51000,16600,27300,11800,14200,8800,10600,13600,27800,27800  ],
  ["Tel Aviv",57,57.6,75.4,68.5,43,43.5,1966,16,17,9,20,100,600,2.107,0.516,4.745,3.342,2.686,3.45,66.8,476,620,1282,5740,1.72,16.95,13.57,33900,413,2.14,40,180,360,440,580,2577,1709,11,14,18,20700,26500,18900,21000,25000,33500,48700,56200,56200,28900,18400,12300,15200,19700,83000,83000  ],
  ["Tokyo",84.7,82.9,109,100.1,92.4,90.4,2012,16,8,14,15,35,1190,0.3,0,1.396,-1.347,-0.72,-0.283,97.7,927,940,1631,4820,2.46,44.72,21.42,26300,495,1.62,72,370,730,1220,1880,6177,2486,22.8,30.1,24,78200,56300,54000,47000,77700,70200,89400,102100,77200,79400,48800,35100,48000,44700,144000,144000  ],
  ["Toronto",103.4,92.4,74.3,67.2,76.8,68.6,1847,14,10,11,9,38,680,2.018,2.123,2.385,0.3,1.776,2.891,65.6,453,750,1087,4520,3.08,35.62,13.31,15000,75,1.25,71,150,340,310,840,2564,2020,17.3,25,27,82900,36700,33300,46200,44300,53000,66600,47300,84800,32900,26300,28000,29700,37400,74600,74600  ],
  ["Vilnius",42.6,41.6,50.9,43.6,21.7,21.2,1789,24,32,19,33,168,410,3.788,5.772,11.138,4.164,1.19,4.124,42.5,284,360,323,4770,0.94,13.73,4.63,23700,null,1.72,22,90,220,480,510,984,492,5.3,7.1,23,10500,12200,13900,9800,17700,21900,23600,18500,16600,20200,10400,6500,8500,8000,38500,38500  ],
  ["Warsaw",44.3,40.8,53.7,48,23.8,21.9,1792,23,35,13,24,141,650,1.033,2.493,4.215,3.45,2.514,4.268,46.8,291,420,712,4410,0.79,14.62,3.15,25000,55,1.76,31,110,280,580,950,1618,1204,5.5,7.7,28,11900,10000,12600,9700,13200,20500,20900,27600,17900,11900,11700,11000,8400,7600,24900,24900  ],
  ["Vienna",100.6,88.8,81.3,72.1,80.2,70.8,1786,25,13,8,8,46,830,1.686,2.203,3.223,0.401,1.69,3.6,70.3,503,680,945,5560,2.59,42.03,17.27,29800,453,1.8,47,140,360,980,1040,2486,1424,17.8,26.1,29,44700,42900,34100,29500,56200,49000,96100,82900,69800,49100,49900,30000,25400,32600,72500,72500  ],
  ["Zurich",119.1,120.3,110,102.5,131.1,132.4,1887,23,12,5,5,22,1250,1.047,0.732,2.43,-0.476,0.685,0.228,100,704,1130,2551,5130,4.66,68.47,28.93,45200,426,2.01,90,280,630,1100,1190,4481,2499,33.4,42.7,21,104600,90700,68900,61800,79800,69900,137200,130000,115700,96900,71100,61400,53200,58900,140400,140400  ]
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    title: {
        text: 'Prices and Earnings 2012',
        subtext: 'data from macrofocus',
        sublink: 'https://www.macrofocus.com/public/products/infoscope/datasets/pricesandearnings/',
        left: 'center',
        top: 5,
        itemGap: 0,
        textStyle: {
            color: '#eee'
        },
        z: 200
    },
    tooltip: {
        trigger: 'item',
        formatter: function (params) {
            var value = (params.value + '').split('.');
            value = value[0].replace(/(\d{1,3})(?=(?:\d{3})+(?!\d))/g, '$1,') + '.' + value[1];
            return params.seriesName + '<br/>' + params.name + ' : ' + value;
        }
    },
    toolbox: {
        show: true,
        left: 'right',
        iconStyle: {
            normal: {
                borderColor: '#ddd'
            }
        },
        feature: {
        },
        z: 202
    },
    brush: {
        geoIndex: 0,
        brushLink: 'all',
        inBrush: {
            opacity: 1,
            symbolSize: 14
        },
        outOfBrush: {
            color: '#000',
            opacity: 0.2
        },
        z: 10
    },
    geo: {
        map: 'world',
        silent: true,
        label: {
            emphasis: {
                show: false,
                areaColor: '#eee'
            }
        },
        itemStyle: {
            normal: {
                borderWidth: 0.2,
                borderColor: '#404a59'
            }
        },
        left: '6%',
        top: 40,
        bottom: '54%',
        right: '14%',
        roam: true
        // itemStyle: {
        //     normal: {
        //         areaColor: '#323c48',
        //         borderColor: '#111'
        //     },
        //     emphasis: {
        //         areaColor: '#2a333d'
        //     }
        // }
    },
    parallelAxis: makeParallelAxis(schema),
    grid: [{
        show: true,
        left: 0,
        right: 0,
        top: '48%',
        bottom: 0,
        borderColor: 'transparent',
        backgroundColor: '#404a59',
        z: 99
    }, {
        show: true,
        left: 0,
        right: 0,
        top: 0,
        height: 28,
        borderColor: 'transparent',
        backgroundColor: '#404a59',
        z: 199
    }],
    parallel: {
        top: '50%',
        left: 60,
        right: 20,
        bottom: 100,
        axisExpandable: true,
        axisExpandCenter: 15,
        axisExpandCount: 10,
        axisExpandWidth: 60,
        axisExpandTriggerOn: 'mousemove',

        z: 100,
        parallelAxisDefault: {
            type: 'value',
            nameLocation: 'start',
            nameRotate: 25,
            // nameLocation: 'end',
            nameTextStyle: {
                fontSize: 12
            },
            nameTruncate: {
                maxWidth: 170
            },
            nameGap: 20,
            splitNumber: 3,
            tooltip: {
                show: true
            },
            axisLine: {
                // show: false,
                lineStyle: {
                    width: 1,
                    color: 'rgba(255,255,255,0.3)'
                }
            },
            axisTick: {
                show: false
            },
            splitLine: {
                show: false
            },
            z: 100
        }
    },
    series: [
        {
            name: 'Prices and Earnings 2012',
            type: 'scatter',
            coordinateSystem: 'geo',
            symbolSize: 8,
            data: makeMapData(rawData),
            activeOpacity: 1,
            label: {
                normal: {
                    formatter: '{b}',
                    position: 'right',
                    show: false
                },
                emphasis: {
                    show: true
                }
            },
            symbolSize: 10,
            // symbolSize: function (data) {
            //     return Math.max(5, data[2] / 5);
            // },
            itemStyle: {
                normal: {
                    borderColor: '#fff',
                    color: '#577ceb',
                }
            }
        },
        {
            name: 'parallel',
            type: 'parallel',
            smooth: true,
            lineStyle: {
                normal: {
                    color: '#577ceb',
                    width: 0.5,
                    opacity: 0.6
                }
            },
            z: 100,
            blendMode: 'lighter',
            data: rawData
        }
    ]
};


// -------------------------------------------------------------------
// -------------------------------------------------------------------
// -------------------------------------------------------------------
                chart.setOption(option);

            });

        </script>
    </body>
</html>